Matan Haroush

3 papers · 2018–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer

Venues

CVPR (1) ICLR (1) NeurIPS (1)

Top co-authors

Daniel Soudry (2) Daniel J Mankowitz (1) Shie Mannor (1) Ruth Heller (1) Tzviel Frostig (1) Itay Hubara (1) Tom Zahavy (1) Elad Hoffer (1) Nadav Merlis (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Reinforcement Learning (1) Application Areas (1) Applications (1) Architectures (1) Learning Types (1) Methods (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

model compression (1) deep reinforcement learning (1) knowledge distillation (1) batch normalization (1) data-free learning (1) synthetic data generation (1) statistical hypothesis testing (1) deep neural network (1) out-of-distribution detection (1) action space (1) type i error (1) text-based game (1) synthetic sample (1) deep q-network (1) action elimination (1)

Papers

A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks ICLR 2022 The Knowledge Within: Methods for Data-Free Model Compression CVPR 2020 Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning NeurIPS 2018